The Label Effect: How AI Source Labels Shape Human Trust in Communication

By Aamir Ayub

This edition presents the research as a complete scholarly book about a Human-AI Communication problems and future research questions. The argument is organized around the completed label-manipulation study and its reported finding that approximately 75% of participants selected AI-labelled content. The purpose of the book is to examine: what that preference means, what it does not prove, and what it suggests about the changing psychology of communication? The book is written for an international audience. Participants in the completed research were drawn from Pakistan, Indonesia, Sri Lanka, the United States, European countries, India, and China, according to the researcher's account. The edition deliberately avoids invented percentages, national rankings, or unsupported claims of cultural difference. The central contribution is conceptual as well as empirical: the Label Effect describes the possibility that a source label changes, how people interpret and evaluate communication. The Theory of Blind Trust then asks what happens when confidence in a source grows beyond the evidence independently examined by the audience.

• Format: Paperback
• Language: English
• ISBN: 9999357105
• ISBN13: 9789999357104
• Release Date: October 2026
• Publisher: Eliva Press
• Length: 134 Pages
• Weight: 0.42 lbs.
• Dimensions: 0.3" x 6.0" x 9.0"